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by shcheklein
2042 days ago
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Hey, one of the DVC maintainers here! TL;DR: I think it should be compared with the upcoming DVC feature - https://github.com/iterative/dvc/wiki/Experiments . Stay tuned - it'll be released very soon but you can try it now in beta. First of all, congrats on the launch! I do really like the aesthetics of the website, and the overall approach. It resonates with our vision and philosophy! Good feedback on experiments feeling heavyweight! We've been focused on doing great foundation to manage data and pipelines in the previous DVC versions and were aware about this problem (https://github.com/iterative/dvc/issues/2799). As I mentioned - Experiments feature is already there in beta testing. It means that users don't have to do commits anymore until they are ready, still can share experiments (it's a long topic and we'll write a blog post at some point since I really excited about the way it'll be implemented using custom Git refs), support for DL workflow (auto-checkpoints), and more. Would love to discuss and share any details, it would be great to compare the approaches. |
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